| ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation | Aug 26, 2024 | Image SegmentationMamba | —Unverified | 0 |
| LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation | Aug 26, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation | Aug 25, 2024 | Image SegmentationMamba | CodeCode Available | 2 |
| A Law of Next-Token Prediction in Large Language Models | Aug 24, 2024 | Mamba | CodeCode Available | 0 |
| O-Mamba: O-shape State-Space Model for Underwater Image Enhancement | Aug 23, 2024 | Image EnhancementMamba | CodeCode Available | 1 |
| Hierarchical Spatio-Temporal State-Space Modeling for fMRI Analysis | Aug 23, 2024 | MambaState Space Models | CodeCode Available | 0 |
| Scalable Autoregressive Image Generation with Mamba | Aug 22, 2024 | Image GenerationMamba | CodeCode Available | 2 |
| Simplified Mamba with Disentangled Dependency Encoding for Long-Term Time Series Forecasting | Aug 22, 2024 | MambaTime Series | CodeCode Available | 0 |
| Jamba-1.5: Hybrid Transformer-Mamba Models at Scale | Aug 22, 2024 | ChatbotInstruction Following | CodeCode Available | 5 |
| Adapt CLIP as Aggregation Instructor for Image Dehazing | Aug 22, 2024 | Image DehazingMamba | —Unverified | 0 |
| UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images | Aug 21, 2024 | MambaSegmentation | CodeCode Available | 2 |
| MambaCSR: Dual-Interleaved Scanning for Compressed Image Super-Resolution With SSMs | Aug 21, 2024 | Compressed Image Super-resolutionImage Super-Resolution | CodeCode Available | 1 |
| SIGMA: Selective Gated Mamba for Sequential Recommendation | Aug 21, 2024 | MambaRecommendation Systems | CodeCode Available | 1 |
| MambaOcc: Visual State Space Model for BEV-based Occupancy Prediction with Local Adaptive Reordering | Aug 21, 2024 | Autonomous DrivingComputational Efficiency | CodeCode Available | 0 |
| HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation | Aug 21, 2024 | Image SegmentationMamba | CodeCode Available | 2 |
| MUSE: Mamba is Efficient Multi-scale Learner for Text-video Retrieval | Aug 20, 2024 | MambaNatural Language Queries | CodeCode Available | 1 |
| DemMamba: Alignment-free Raw Video Demoireing with Frequency-assisted Spatio-Temporal Mamba | Aug 20, 2024 | MambaOptical Flow Estimation | —Unverified | 0 |
| MambaEVT: Event Stream based Visual Object Tracking using State Space Model | Aug 20, 2024 | MambaObject Localization | CodeCode Available | 1 |
| MV-MOS: Multi-View Feature Fusion for 3D Moving Object Segmentation | Aug 20, 2024 | Autonomous DrivingMamba | CodeCode Available | 0 |
| Event Stream based Sign Language Translation: A High-Definition Benchmark Dataset and A New Algorithm | Aug 20, 2024 | MambaSign Language Translation | CodeCode Available | 1 |
| OMEGA: Efficient Occlusion-Aware Navigation for Air-Ground Robot in Dynamic Environments via State Space Model | Aug 20, 2024 | Disaster ResponseMamba | —Unverified | 0 |
| Integrating Multi-Modal Input Token Mixer Into Mamba-Based Decision Models: Decision MetaMamba | Aug 20, 2024 | MambaOffline RL | —Unverified | 0 |
| MambaDS: Near-Surface Meteorological Field Downscaling with Topography Constrained Selective State Space Modeling | Aug 20, 2024 | MambaSuper-Resolution | —Unverified | 0 |
| OccMamba: Semantic Occupancy Prediction with State Space Models | Aug 19, 2024 | MambaPrediction | CodeCode Available | 1 |
| Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models | Aug 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| R2GenCSR: Retrieving Context Samples for Large Language Model based X-ray Medical Report Generation | Aug 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multi-Scale Representation Learning for Image Restoration with State-Space Model | Aug 19, 2024 | DenoisingImage Restoration | —Unverified | 0 |
| Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms | Aug 19, 2024 | Action RecognitionMamba | CodeCode Available | 1 |
| MambaTrack: A Simple Baseline for Multiple Object Tracking with State Space Model | Aug 17, 2024 | Mambamotion prediction | —Unverified | 0 |
| QMambaBSR: Burst Image Super-Resolution with Query State Space Model | Aug 16, 2024 | Burst Image Super-ResolutionImage Super-Resolution | —Unverified | 0 |
| RGBT Tracking via All-layer Multimodal Interactions with Progressive Fusion Mamba | Aug 16, 2024 | AllMamba | —Unverified | 0 |
| Improving VTE Identification through Language Models from Radiology Reports: A Comparative Study of Mamba, Phi-3 Mini, and BERT | Aug 16, 2024 | Feature EngineeringLanguage Modelling | —Unverified | 0 |
| MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking | Aug 15, 2024 | MambaRgb-T Tracking | CodeCode Available | 1 |
| MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image Segmentation | Aug 15, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| ColorMamba: Towards High-quality NIR-to-RGB Spectral Translation with Mamba | Aug 15, 2024 | Computational EfficiencyImage Colorization | CodeCode Available | 0 |
| Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval | Aug 15, 2024 | Information RetrievalMamba | —Unverified | 0 |
| Costal Cartilage Segmentation with Topology Guided Deformable Mamba: Method and Benchmark | Aug 14, 2024 | AnatomyMamba | —Unverified | 0 |
| DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs | Aug 13, 2024 | Dynamic Link PredictionDynamic Node Classification | —Unverified | 0 |
| MetMamba: Regional Weather Forecasting with Spatial-Temporal Mamba Model | Aug 12, 2024 | Deep LearningMamba | —Unverified | 0 |
| Mambular: A Sequential Model for Tabular Deep Learning | Aug 12, 2024 | Deep LearningMamba | CodeCode Available | 3 |
| SMILES-Mamba: Chemical Mamba Foundation Models for Drug ADMET Prediction | Aug 11, 2024 | Drug DiscoveryMamba | —Unverified | 0 |
| Neural Architecture Search based Global-local Vision Mamba for Palm-Vein Recognition | Aug 11, 2024 | MambaNeural Architecture Search | —Unverified | 0 |
| SELD-Mamba: Selective State-Space Model for Sound Event Localization and Detection with Source Distance Estimation | Aug 9, 2024 | Computational EfficiencyEvent Detection | —Unverified | 0 |
| PTrajM: Efficient and Semantic-rich Trajectory Learning with Pretrained Trajectory-Mamba | Aug 9, 2024 | Mamba | —Unverified | 0 |
| Enhanced Prediction of Multi-Agent Trajectories via Control Inference and State-Space Dynamics | Aug 8, 2024 | MambaState Space Models | —Unverified | 0 |
| DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models | Aug 8, 2024 | Dynamic Link PredictionLink Prediction | —Unverified | 0 |
| PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space Model | Aug 7, 2024 | 3D Human Pose EstimationLong-range modeling | CodeCode Available | 2 |
| PackMamba: Efficient Processing of Variable-Length Sequences in Mamba training | Aug 7, 2024 | GPUMamba | —Unverified | 0 |
| Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network | Aug 6, 2024 | 3D Human Pose EstimationComputational Efficiency | —Unverified | 0 |
| LaMamba-Diff: Linear-Time High-Fidelity Diffusion Models Based on Local Attention and Mamba | Aug 5, 2024 | Mamba | CodeCode Available | 1 |